Base code
This commit is contained in:
Kunthawat Greethong
555
backend/services/image_studio/templates.py
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555
backend/services/image_studio/templates.py
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"""Template system for Image Studio with platform-specific presets."""
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from dataclasses import dataclass
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from typing import Dict, List, Optional, Literal
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from enum import Enum
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class Platform(str, Enum):
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"""Supported social media platforms."""
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INSTAGRAM = "instagram"
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FACEBOOK = "facebook"
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TWITTER = "twitter"
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LINKEDIN = "linkedin"
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YOUTUBE = "youtube"
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PINTEREST = "pinterest"
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TIKTOK = "tiktok"
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BLOG = "blog"
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EMAIL = "email"
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WEBSITE = "website"
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class TemplateCategory(str, Enum):
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"""Template categories."""
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SOCIAL_MEDIA = "social_media"
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BLOG_CONTENT = "blog_content"
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AD_CREATIVE = "ad_creative"
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PRODUCT = "product"
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BRAND_ASSETS = "brand_assets"
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EMAIL_MARKETING = "email_marketing"
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@dataclass
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class AspectRatio:
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"""Aspect ratio configuration."""
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ratio: str # e.g., "1:1", "16:9"
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width: int
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height: int
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label: str # e.g., "Square", "Widescreen"
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@dataclass
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class ImageTemplate:
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"""Image generation template."""
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id: str
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name: str
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category: TemplateCategory
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platform: Optional[Platform]
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aspect_ratio: AspectRatio
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description: str
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recommended_provider: str
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style_preset: str
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quality: Literal["draft", "standard", "premium"]
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prompt_template: Optional[str] = None
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negative_prompt_template: Optional[str] = None
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use_cases: List[str] = None
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class PlatformTemplates:
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"""Platform-specific template definitions."""
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# Aspect Ratios
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SQUARE_1_1 = AspectRatio("1:1", 1080, 1080, "Square")
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PORTRAIT_4_5 = AspectRatio("4:5", 1080, 1350, "Portrait")
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STORY_9_16 = AspectRatio("9:16", 1080, 1920, "Story/Reel")
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LANDSCAPE_16_9 = AspectRatio("16:9", 1920, 1080, "Landscape")
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WIDE_21_9 = AspectRatio("21:9", 2560, 1080, "Ultra Wide")
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TWITTER_2_1 = AspectRatio("2:1", 1200, 600, "Twitter Card")
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TWITTER_3_1 = AspectRatio("3:1", 1500, 500, "Twitter Header")
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FACEBOOK_1_91_1 = AspectRatio("1.91:1", 1200, 630, "Facebook Feed")
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LINKEDIN_1_91_1 = AspectRatio("1.91:1", 1200, 628, "LinkedIn Feed")
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LINKEDIN_2_1 = AspectRatio("2:1", 1200, 627, "LinkedIn Article")
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LINKEDIN_4_1 = AspectRatio("4:1", 1128, 191, "LinkedIn Cover")
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PINTEREST_2_3 = AspectRatio("2:3", 1000, 1500, "Pinterest Pin")
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YOUTUBE_16_9 = AspectRatio("16:9", 1280, 720, "YouTube Thumbnail")
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FACEBOOK_COVER_16_9 = AspectRatio("16:9", 820, 312, "Facebook Cover")
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@classmethod
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def get_platform_templates(cls) -> Dict[Platform, List[ImageTemplate]]:
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"""Get all platform-specific templates."""
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return {
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Platform.INSTAGRAM: cls._instagram_templates(),
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Platform.FACEBOOK: cls._facebook_templates(),
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Platform.TWITTER: cls._twitter_templates(),
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Platform.LINKEDIN: cls._linkedin_templates(),
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Platform.YOUTUBE: cls._youtube_templates(),
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Platform.PINTEREST: cls._pinterest_templates(),
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Platform.TIKTOK: cls._tiktok_templates(),
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Platform.BLOG: cls._blog_templates(),
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Platform.EMAIL: cls._email_templates(),
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Platform.WEBSITE: cls._website_templates(),
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}
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@classmethod
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def _instagram_templates(cls) -> List[ImageTemplate]:
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"""Instagram templates."""
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return [
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ImageTemplate(
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id="instagram_feed_square",
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name="Instagram Feed Post (Square)",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.INSTAGRAM,
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aspect_ratio=cls.SQUARE_1_1,
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description="Perfect for Instagram feed posts with maximum visibility",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Product showcase", "Lifestyle posts", "Brand content"]
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),
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ImageTemplate(
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id="instagram_feed_portrait",
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name="Instagram Feed Post (Portrait)",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.INSTAGRAM,
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aspect_ratio=cls.PORTRAIT_4_5,
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description="Vertical format for maximum feed real estate",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Fashion", "Food", "Product photography"]
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),
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ImageTemplate(
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id="instagram_story",
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name="Instagram Story",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.INSTAGRAM,
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aspect_ratio=cls.STORY_9_16,
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description="Full-screen vertical stories",
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recommended_provider="ideogram",
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style_preset="digital-art",
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quality="standard",
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use_cases=["Behind-the-scenes", "Announcements", "Quick updates"]
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),
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ImageTemplate(
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id="instagram_reel_cover",
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name="Instagram Reel Cover",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.INSTAGRAM,
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aspect_ratio=cls.STORY_9_16,
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description="Eye-catching reel cover images",
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recommended_provider="ideogram",
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style_preset="cinematic",
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quality="premium",
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use_cases=["Video covers", "Thumbnails", "Highlights"]
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),
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]
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@classmethod
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def _facebook_templates(cls) -> List[ImageTemplate]:
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"""Facebook templates."""
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return [
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ImageTemplate(
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id="facebook_feed",
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name="Facebook Feed Post",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.FACEBOOK,
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aspect_ratio=cls.FACEBOOK_1_91_1,
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description="Optimized for Facebook news feed",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="standard",
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use_cases=["Page posts", "Shared content", "Community posts"]
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),
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ImageTemplate(
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id="facebook_feed_square",
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name="Facebook Feed Post (Square)",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.FACEBOOK,
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aspect_ratio=cls.SQUARE_1_1,
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description="Square format for feed posts",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="standard",
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use_cases=["Page posts", "Product highlights"]
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),
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ImageTemplate(
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id="facebook_story",
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name="Facebook Story",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.FACEBOOK,
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aspect_ratio=cls.STORY_9_16,
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description="Full-screen vertical stories",
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recommended_provider="ideogram",
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style_preset="digital-art",
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quality="standard",
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use_cases=["Quick updates", "Promotions", "Events"]
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),
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ImageTemplate(
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id="facebook_cover",
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name="Facebook Cover Photo",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.FACEBOOK,
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aspect_ratio=cls.FACEBOOK_COVER_16_9,
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description="Wide cover photo for pages",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Page branding", "Events", "Seasonal updates"]
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),
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]
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@classmethod
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def _twitter_templates(cls) -> List[ImageTemplate]:
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"""Twitter/X templates."""
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return [
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ImageTemplate(
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id="twitter_post",
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name="Twitter/X Post",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.TWITTER,
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aspect_ratio=cls.LANDSCAPE_16_9,
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description="Optimized for Twitter feed",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="standard",
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use_cases=["Tweets", "News", "Updates"]
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),
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ImageTemplate(
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id="twitter_card",
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name="Twitter Card",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.TWITTER,
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aspect_ratio=cls.TWITTER_2_1,
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description="Twitter card with link preview",
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recommended_provider="ideogram",
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style_preset="digital-art",
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quality="standard",
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use_cases=["Link sharing", "Articles", "Blog posts"]
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),
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ImageTemplate(
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id="twitter_header",
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name="Twitter Header",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.TWITTER,
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aspect_ratio=cls.TWITTER_3_1,
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description="Profile header image",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Profile branding", "Personal brand", "Business identity"]
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),
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]
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@classmethod
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def _linkedin_templates(cls) -> List[ImageTemplate]:
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"""LinkedIn templates."""
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return [
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ImageTemplate(
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id="linkedin_post",
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name="LinkedIn Post",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.LINKEDIN,
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aspect_ratio=cls.LINKEDIN_1_91_1,
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description="Professional feed posts",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Professional content", "Industry news", "Thought leadership"]
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),
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ImageTemplate(
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id="linkedin_post_square",
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name="LinkedIn Post (Square)",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.LINKEDIN,
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aspect_ratio=cls.SQUARE_1_1,
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description="Square format for LinkedIn feed",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Quick tips", "Infographics", "Quotes"]
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),
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ImageTemplate(
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id="linkedin_article",
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name="LinkedIn Article Header",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.LINKEDIN,
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aspect_ratio=cls.LINKEDIN_2_1,
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description="Article header images",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Long-form content", "Articles", "Newsletters"]
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),
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ImageTemplate(
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id="linkedin_cover",
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name="LinkedIn Company Cover",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.LINKEDIN,
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aspect_ratio=cls.LINKEDIN_4_1,
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description="Company page cover photo",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Company branding", "Recruitment", "Brand identity"]
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),
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]
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@classmethod
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def _youtube_templates(cls) -> List[ImageTemplate]:
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"""YouTube templates."""
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return [
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ImageTemplate(
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id="youtube_thumbnail",
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name="YouTube Thumbnail",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.YOUTUBE,
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aspect_ratio=cls.YOUTUBE_16_9,
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description="Eye-catching video thumbnails",
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recommended_provider="ideogram",
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style_preset="cinematic",
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quality="premium",
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use_cases=["Video thumbnails", "Channel branding", "Playlists"]
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),
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ImageTemplate(
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id="youtube_channel_art",
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name="YouTube Channel Art",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.YOUTUBE,
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aspect_ratio=cls.LANDSCAPE_16_9,
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description="Channel banner art",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Channel branding", "Personal brand", "Business identity"]
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),
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]
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@classmethod
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def _pinterest_templates(cls) -> List[ImageTemplate]:
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"""Pinterest templates."""
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return [
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ImageTemplate(
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id="pinterest_pin",
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name="Pinterest Pin",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.PINTEREST,
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aspect_ratio=cls.PINTEREST_2_3,
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description="Vertical pin format",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Product pins", "DIY guides", "Recipes", "Inspiration"]
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),
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ImageTemplate(
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id="pinterest_story",
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name="Pinterest Story Pin",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.PINTEREST,
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aspect_ratio=cls.STORY_9_16,
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description="Full-screen story pins",
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recommended_provider="ideogram",
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style_preset="digital-art",
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quality="standard",
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use_cases=["Step-by-step guides", "Tutorials", "Quick tips"]
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),
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]
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@classmethod
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def _tiktok_templates(cls) -> List[ImageTemplate]:
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"""TikTok templates."""
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return [
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ImageTemplate(
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id="tiktok_video_cover",
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name="TikTok Video Cover",
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category=TemplateCategory.SOCIAL_MEDIA,
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platform=Platform.TIKTOK,
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aspect_ratio=cls.STORY_9_16,
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description="Vertical video cover",
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recommended_provider="ideogram",
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style_preset="cinematic",
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quality="premium",
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use_cases=["Video covers", "Thumbnails", "Profile highlights"]
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),
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]
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@classmethod
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def _blog_templates(cls) -> List[ImageTemplate]:
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"""Blog content templates."""
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return [
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ImageTemplate(
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id="blog_header",
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name="Blog Header",
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category=TemplateCategory.BLOG_CONTENT,
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platform=Platform.BLOG,
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aspect_ratio=cls.LANDSCAPE_16_9,
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description="Blog post featured image",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Featured images", "Article headers", "Post thumbnails"]
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),
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ImageTemplate(
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id="blog_header_wide",
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name="Blog Header (Wide)",
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category=TemplateCategory.BLOG_CONTENT,
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platform=Platform.BLOG,
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aspect_ratio=cls.WIDE_21_9,
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description="Ultra-wide blog header",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Hero sections", "Wide headers", "Landing pages"]
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),
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]
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@classmethod
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def _email_templates(cls) -> List[ImageTemplate]:
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"""Email marketing templates."""
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return [
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ImageTemplate(
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id="email_banner",
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name="Email Banner",
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category=TemplateCategory.EMAIL_MARKETING,
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platform=Platform.EMAIL,
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aspect_ratio=cls.LANDSCAPE_16_9,
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description="Email header banner",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="standard",
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use_cases=["Email headers", "Newsletter banners", "Promotions"]
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),
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ImageTemplate(
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id="email_product",
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name="Email Product Image",
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category=TemplateCategory.EMAIL_MARKETING,
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platform=Platform.EMAIL,
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aspect_ratio=cls.SQUARE_1_1,
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description="Product showcase for emails",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Product highlights", "Promotions", "Offers"]
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),
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]
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@classmethod
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def _website_templates(cls) -> List[ImageTemplate]:
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"""Website templates."""
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return [
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ImageTemplate(
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id="website_hero",
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name="Website Hero Image",
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category=TemplateCategory.BRAND_ASSETS,
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platform=Platform.WEBSITE,
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aspect_ratio=cls.WIDE_21_9,
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description="Hero section background",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Hero sections", "Landing pages", "Home page banners"]
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),
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ImageTemplate(
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id="website_banner",
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name="Website Banner",
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category=TemplateCategory.BRAND_ASSETS,
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platform=Platform.WEBSITE,
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aspect_ratio=cls.LANDSCAPE_16_9,
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description="Section banners",
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recommended_provider="ideogram",
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style_preset="photographic",
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quality="premium",
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use_cases=["Section headers", "Category pages", "Feature sections"]
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),
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]
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class TemplateManager:
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"""Manager for image templates with search and recommendation."""
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def __init__(self):
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"""Initialize template manager."""
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self.templates = PlatformTemplates.get_platform_templates()
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self._all_templates: Optional[List[ImageTemplate]] = None
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def get_all_templates(self) -> List[ImageTemplate]:
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"""Get all templates across all platforms."""
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if self._all_templates is None:
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self._all_templates = []
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for platform_templates in self.templates.values():
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self._all_templates.extend(platform_templates)
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return self._all_templates
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|
||||
def get_by_platform(self, platform: Platform) -> List[ImageTemplate]:
|
||||
"""Get templates for a specific platform."""
|
||||
return self.templates.get(platform, [])
|
||||
|
||||
def get_by_category(self, category: TemplateCategory) -> List[ImageTemplate]:
|
||||
"""Get templates by category."""
|
||||
all_templates = self.get_all_templates()
|
||||
return [t for t in all_templates if t.category == category]
|
||||
|
||||
def get_by_id(self, template_id: str) -> Optional[ImageTemplate]:
|
||||
"""Get template by ID."""
|
||||
all_templates = self.get_all_templates()
|
||||
for template in all_templates:
|
||||
if template.id == template_id:
|
||||
return template
|
||||
return None
|
||||
|
||||
def search(self, query: str) -> List[ImageTemplate]:
|
||||
"""Search templates by query."""
|
||||
query = query.lower()
|
||||
all_templates = self.get_all_templates()
|
||||
results = []
|
||||
|
||||
for template in all_templates:
|
||||
# Search in name, description, and use cases
|
||||
searchable = (
|
||||
template.name.lower() + " " +
|
||||
template.description.lower() + " " +
|
||||
" ".join(template.use_cases or []).lower()
|
||||
)
|
||||
if query in searchable:
|
||||
results.append(template)
|
||||
|
||||
return results
|
||||
|
||||
def recommend_for_use_case(self, use_case: str, platform: Optional[Platform] = None) -> List[ImageTemplate]:
|
||||
"""Recommend templates based on use case and platform."""
|
||||
use_case_lower = use_case.lower()
|
||||
all_templates = self.get_all_templates()
|
||||
|
||||
# Filter by platform if specified
|
||||
if platform:
|
||||
all_templates = [t for t in all_templates if t.platform == platform]
|
||||
|
||||
# Find matching templates
|
||||
matches = []
|
||||
for template in all_templates:
|
||||
if template.use_cases:
|
||||
for case in template.use_cases:
|
||||
if use_case_lower in case.lower():
|
||||
matches.append(template)
|
||||
break
|
||||
|
||||
return matches
|
||||
|
||||
def get_aspect_ratio_options(self) -> List[AspectRatio]:
|
||||
"""Get all available aspect ratios."""
|
||||
return [
|
||||
PlatformTemplates.SQUARE_1_1,
|
||||
PlatformTemplates.PORTRAIT_4_5,
|
||||
PlatformTemplates.STORY_9_16,
|
||||
PlatformTemplates.LANDSCAPE_16_9,
|
||||
PlatformTemplates.WIDE_21_9,
|
||||
PlatformTemplates.TWITTER_2_1,
|
||||
PlatformTemplates.TWITTER_3_1,
|
||||
PlatformTemplates.FACEBOOK_1_91_1,
|
||||
PlatformTemplates.LINKEDIN_1_91_1,
|
||||
PlatformTemplates.LINKEDIN_2_1,
|
||||
PlatformTemplates.LINKEDIN_4_1,
|
||||
PlatformTemplates.PINTEREST_2_3,
|
||||
PlatformTemplates.YOUTUBE_16_9,
|
||||
PlatformTemplates.FACEBOOK_COVER_16_9,
|
||||
]
|
||||
|
||||
Reference in New Issue
Block a user